Platform Capabilities

Major Update

Skills System Upgrade

Enhanced Skills Format with context:fork, auto-load hooks, model_role, 4 built-in skills (/code-review, /mass-change, /session-debug, /skills-assist), CLI integration, security hardening, and bundle consolidation. 21 PRs across 4 repos.

Mar 23, 2026 · 17 slides

Platform Feature

Session Repair, Repaired

Deterministic session repair via script-only agent workflow.

11 slides

Platform Feature

Recipe Validation Pipeline

7-phase recipe validation pipeline with parallel validation battery. Structural checks, best practices analysis, semantic validation, and LLM-driven quality reports.

14 slides

Platform Feature

Recipe DOT Docs — Visual Flowcharts for Every Recipe

Automated DOT flowchart generation for recipe YAML files. Deterministic structural conversion + LLM-enhanced accessible labels. Co-located next to source YAML, auto-regenerated by validate-recipes, freshness-tracked via source_hash. 21 recipes documented, already paid off with a parallelization improvement spotted in the diagrams.

14 slides

New Bundle

Terminal Tester — AI That Can See Your Terminal

Dual-mode terminal testing gives AI agents eyes. ~1,700 operations across 37 sessions found 37+ bugs unit tests missed. Screen-dump for Ratatui, PTY for everything else.

11 slides

New Bundle

amplifier-bundle-dot-graph — Knowledge, Validation, Rendering, Intelligence

First-class DOT/Graphviz infrastructure for the Amplifier ecosystem. DOT as reconciliation forcing function, dense representation, multi-scale navigation, analysis substrate, and more.

23 slides

Provider Update

GPT-5.4 Ecosystem Support

Full GPT-5.4 support across 7 repos: 1.05M context window, reliability streaming, intelligent routing with two reasoning strategies, and a reasoning token preservation fix.

10 slides

Platform Feature

Model Routing Matrix

Stop hardcoding model names. Agents declare semantic roles, curated matrices resolve them to the right model. 13 roles, 7 matrices, 66 agents annotated. One config line switches your entire fleet.

Mar 1, 2026 · 16 slides

Configuration Guide

Model Routing & Provider Configuration

Practical guide to configuring model routing and multi-provider support. Learn how to set up provider instances, configure routing matrices, and manage model selection across your Amplifier infrastructure.

Mar 8, 2026 · 9 slides

Platform Feature

Language Dev Bundles

Unified quality + LSP tooling for Python, Rust, and TypeScript. Auto-check hooks, composable behaviors, two expert agents per language, persistent LSP servers.

12 slides

Platform Feature

Rust Dev Bundle

cargo fmt, clippy, cargo check, and deep LSP analysis in one package. Real-world validated against 265 files across 5 Cargo workspaces with zero false positives.

13 slides

Platform Feature

Shadow Environments

OS-level isolated containers for safe testing. Snapshot your local changes and test them in a fresh environment before pushing.

10 slides

Platform Feature

Session Forking

Branch your conversations at any point. Explore alternate approaches without losing your original thread. Git for conversations.

13 slides

Platform Feature

Notifications

Desktop and mobile push notifications when Amplifier needs input. Stop watching the terminal - it tells you when it's ready.

10 slides

Platform Feature

Agent-to-Agent (A2A)

Let your Amplifier sessions talk to each other. Same machine, local network, or Tailscale — peer-to-peer HTTP with trust tiers, three interaction modes, and 14 tool operations.

11 slides

Platform Feature

Lazy Module Activation

Just-in-time tool provisioning for spawned agents. Agents activate tools on-demand without cluttering your parent session.

11 slides

Platform Feature

Context Inheritance

Smarter agent delegation through automatic conversation context sharing. Three inheritance modes: none, recent, or full history.

8 slides

Platform Feature

AGENTS Behavior Bundle

From escape hatch to orchestration primitive. Self-delegation, two-vector context control, parallel dispatch, and session resume for true multi-agent workflows.

12 slides

Platform Feature

Amplifier Swarm 🐝

Parallel task execution system with real-time monitoring. Execute 50+ tasks with N workers, SQLite coordination, web dashboard, and robust error handling.

13 slides

Platform Feature

Smoke Test Bundle

Safety check, not debugger. Two-tier testing architecture using Amplifier to test Amplifier. CLI tests in 30 seconds, LLM tests in 3-5 minutes.

10 slides

Platform Feature

Building a Complete Regression Test Suite in Hours

The amplifier-app-benchmarks Story. Open Source, MIT Licensed, Community Driven.

Testing Infrastructure

Platform Feature

Recipe Runner Mode

A Story of Human-AI Collaboration. Executing workflows with approval gates and structured execution.

Workflow System

Platform Feature

Observer Bundle - Real-Time AI Code Review

Real-time AI-powered code review that watches while you work.

Code Quality

Platform Feature

Submit-PR Recipe

Say "Ship It" and Walk Away. Automated PR submission workflow.

Workflow Automation

Platform Feature

PR Review Recipes

Automated pull request review workflows with Amplifier.

Code Review

Platform Feature

Bundle Orchestration

wilMM—a personal demo of Amplifier's multi-bundle composition capabilities.

Architecture

Platform Feature

eval-recipes | v0.0.28 → v0.0.31

Comparison benchmarking, streamlined interfaces, and enhanced debugging capabilities.

Release Notes

Platform Feature

Source-Driven Content Generation

Building a system where website content is always accurate, always traceable, and always validated.

Content System

Platform Feature

Multi-Provider Agent Swarms

Cross-validating AI with AI. Run Anthropic, OpenAI, Gemini, and GitHub Copilot simultaneously to cross-validate code changes. A workflow pattern that emerged from Amplifier's multi-provider architecture.

14 slides

Platform Feature

Cross-Session Intelligence

When your TUI remembers everything. A 4-phase tag system culminating in /project ask and /project search — sessions that learn from each other and build collective memory.

16 slides

Platform Feature

Containers Bundle

Isolated Docker/Podman environments in one tool call — smart defaults, credential forwarding, and full lifecycle management for safe repo exploration and parallel workloads.

14 slides

Architecture

Composition All The Way Down

How Amplifier's bundle composition model enables infinite configurability from simple building blocks.

Presentation

Architecture

14 Lines to Infinity

How minimal code unlocks massive capability through Amplifier's modular design.

Presentation

Platform Feature

Integrated Session Spawning & Event-Driven Orchestration

How session spawning and events work together in Amplifier.

13 slides

Platform Feature

The Self-Maintaining Docs System

Automated documentation that keeps itself current.

13 slides

New Bundle

amplifier-qna-bundle

Gather structured requirements conversationally — turn natural dialogue into well-organized specification artifacts.

7 slides

Technique

The Multi-Provider Swarm Technique

Coordinate multiple AI providers to improve confidence through cross-review and consensus patterns.

9 slides

Product Launch

Amplifier Chat

Amplifier Chat product launch — bringing AI-assisted development to a conversational interface.

12 scenes

Testing Infrastructure

Digital Twin Universe

Validate local changes as if a real user installed from scratch. YAML-declared user profiles, ephemeral environments, and CLI-first testing that closes the AI confidence gap.

14 slides